Borrowing it
Nothing to install: this file belongs to kit18/6ducklearn-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/kit18/6ducklearn-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/kit18/6ducklearn-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/kit18/6ducklearn-mcp/claude-md)<a href="https://agentmods.dev/instructions/kit18/6ducklearn-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/kit18/6ducklearn-mcp/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/kit18/6ducklearn-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/kit18/6ducklearn-mcp/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00187 | $0.00187 |
| Opus 5 | $0.00093 | $0.00093 |
| Sonnet 5 | $0.00037 | $0.00037 |
| Haiku 4.5 | $0.00019 | $0.00019 |
Grade A, and why
6ducklearn-mcp CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
92% identical to ILLIP CLAUDE.md — 37 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Skill routing
When the user's request matches an available skill, invoke it via the Skill tool. When in doubt, invoke the skill.
Key routing rules:
- Product ideas/brainstorming -> invoke /office-hours
- Strategy/scope -> invoke /plan-ceo-review
- Architecture -> invoke /plan-eng-review
- Design system/plan review -> invoke /design-consultation or /plan-design-review
- Full review pipeline -> invoke /autoplan
- Bugs/errors -> invoke /investigate
- QA/testing site behavior -> invoke /qa or /qa-only
- Code review/diff check -> invoke /review
- Visual polish -> invoke /design-review
- Ship/deploy/PR -> invoke /ship or /land-and-deploy
- Save progress -> invoke /context-save
- Resume context -> invoke /context-restore
- Author a backlog-ready spec/issue -> invoke /spec
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 19 lines · 187 tokens per session scan A 353151b59f8a
6ducklearn-mcp CLAUDE.md is an instructions file published in the GitHub repository kit18/6ducklearn-mcp (1 stars, last pushed 5d ago), licensed Apache-2.0. It adds 187 tokens to every session, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to ILLIP CLAUDE.md, differing in 37 lines, and is treated as a copy.
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